Interactive Artificial Life Based Systems, Augmenting Design Generation and Evaluation by Embedding Expert Opinion - A Human Machine dialogue for form finding.

Evolution of natural life and subsequently selection of life forms is an interesting topic that has been explored multiple times. This area of research and its application has high relevance in evolutionary design and automated design generation. Taking inspiration from Charles Darwin's theory, all biological species were formed by the process of evolution based on natural selection of the fittest (Darwin, n.d.) this paper explains exploratory research showcasing semi-automatic design generation. This is realized by an interactive artificial selection tool, where the designer or the end user makes key decisions steering the propagation and breeding of future design artifacts. This paper, describes two prototypes and their use cases, highlighting interaction based optimal design selection. One of the prototypes explains a 2d organic shape creator using a metaball shape approach, while the other discusses a spatial layout generation technique for conceptual design.

[1]  Xiaoyan Sun,et al.  Interactive genetic algorithm with implicit uncertainty evaluation for application in personalized search , 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

[2]  Peter J. Bentley,et al.  On growth, form and computers , 2003 .

[3]  Subhajit Das,et al.  Space Plan Generator: Rapid Generationn & Evaluation of Floor Plan Design Options to Inform Decision Making , 2016 .

[4]  Min Xie,et al.  Dealing with subjectivity in early product design phase: A systematic approach to exploit Quality Function Deployment potentials , 2008, Comput. Ind. Eng..

[5]  Sung-Bae Cho,et al.  A human-oriented image retrieval system using interactive genetic algorithm , 2002, IEEE Trans. Syst. Man Cybern. Part A.

[6]  Luca Konig,et al.  The Blind Watchmaker Why The Evidence Of Evolution Reveals A Universe Without Design , 2016 .

[7]  Biao Li,et al.  Evolutionary approach for spatial architecture layout design enhanced by an agent-based topology finding system , 2017 .

[8]  Karl Sims,et al.  Artificial evolution for computer graphics , 1991, SIGGRAPH.

[9]  Darrell Whitley,et al.  A genetic algorithm tutorial , 1994, Statistics and Computing.

[10]  James F. Blinn,et al.  A generalization of algebraic surface drawing , 1982, SIGGRAPH.

[11]  T. Metzinger The evolution of evolvability Ruth Garret Millikan Varieties of Meaning: The 2002 Jean Nicod Lectures , 2005, Trends in Cognitive Sciences.

[12]  Deborah L Thurston,et al.  Subjective design evaluation with multiple attributes , 1990 .

[13]  E. Ramm,et al.  Structural optimization and form finding of light weight structures , 2001 .